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LeanPool.ConnesRigidity.Foundation.OperatorAlgebra.SpectralDetection

The spectral detection component of the Connes rigidity formalization.

theorem Connes.measure_detection_gap_of_uniform_primitive_counts {α : Type u_1} {ι : Type u_2} [MeasurableSpace α] (μ : MeasureTheory.Measure α) (primitive : Finset ι) (detect : ι → Set α) [DecidableRel fun (x : α) (v : ι) => x ∈ detect v] (active : Set α) (e : ι) (he : e ∈ primitive) (hdetect : ∀ v ∈ primitive, MeasurableSet (detect v)) (hactive : MeasurableSet active) (hpointwise : ∀ x ∈ active, primitive.card ≤ 7 * {v ∈ primitive | x ∈ detect v}.card) (huniform : ∀ v ∈ primitive, μ (detect v) = μ (detect e)) :
μ active ≤ 7 * μ (detect e)
theorem Connes.measureReal_detection_gap_of_uniform_primitive_counts {α : Type u_1} {ι : Type u_2} [MeasurableSpace α] (μ : MeasureTheory.Measure α) [MeasureTheory.IsFiniteMeasure μ] (primitive : Finset ι) (detect : ι → Set α) [DecidableRel fun (x : α) (v : ι) => x ∈ detect v] (active : Set α) (e : ι) (he : e ∈ primitive) (hdetect : ∀ v ∈ primitive, MeasurableSet (detect v)) (hactive : MeasurableSet active) (hpointwise : ∀ x ∈ active, primitive.card ≤ 7 * {v ∈ primitive | x ∈ detect v}.card) (huniform : ∀ v ∈ primitive, μ (detect v) = μ (detect e)) :
μ.real active ≤ 7 * μ.real (detect e)
theorem Connes.measureReal_iUnion_le_of_monotone {α : Type u_1} [MeasurableSpace α] (μ : MeasureTheory.Measure α) [MeasureTheory.IsFiniteMeasure μ] (U : ℕ → Set α) (hmono : Monotone U) {c : ℝ} (hbound : ∀ (n : ℕ), μ.real (U n) ≤ c) :
μ.real (⋃ (n : ℕ), U n) ≤ c
theorem Connes.probability_detection_gap_of_exhaustion {α : Type u_1} [MeasurableSpace α] (μ : MeasureTheory.ProbabilityMeasure α) (zero : α) (U : ℕ → Set α) (hzero : MeasurableSet {zero}) (hmono : Monotone U) (hunion : ⋃ (n : ℕ), U n = {zero}ᶜ) {p : ℝ} (hbound : ∀ (n : ℕ), (↑μ).real (U n) ≤ 7 * p) :
1 / 7 * (1 - (↑μ).real {zero}) ≤ p